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Dolphin 2.9.2 Qwen2 7B by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  Dolphin 2.9.2 Qwen2 7B   URL Share it on

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  Autotrain compatible   Axolotl Base model:finetune:qwen/qwen2...   Base model:qwen/qwen2-7b   Conversational Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:cognitivecomputations/...   Dataset:internlm/agent-flan Dataset:locutusque/function-ca... Dataset:m-a-p/codefeedback-fil... Dataset:microsoft/orca-math-wo...   Dataset:teknium/openhermes-2.5   Endpoints compatible   Generated from trainer   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Dolphin 2.9.2 Qwen2 7B Benchmarks

MMLU Pro: 33.9
GPQA: 5.37
MUSR: 11.66
BBH: 27.91
IFEval: 35.35 vs 88 (so35)-59.8%
MATH Lvl 5: 11.56
LLME Score: 0.3634
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Dolphin 2.9.2 Qwen2 7B Parameters and Internals

LLM NameDolphin 2.9.2 Qwen2 7B
Repository 🤗https://huggingface.co/cognitivecomputations/dolphin-2.9.2-qwen2-7b 
Base Model(s)  Qwen2 7B   Qwen/Qwen2-7B
Model Size7b
Required VRAM15.2 GB
Updated2024-09-07
Maintainercognitivecomputations
Model Typeqwen2
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.40.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Dolphin 2.9.2 Qwen2 7B (cognitivecomputations/dolphin-2.9.2-qwen2-7b)

Quantized Models of the Dolphin 2.9.2 Qwen2 7B

Model
Likes
Downloads
VRAM
Tantrum 16bit0715 GB
QwenDq0304 GB
Dolphin 2.9.2 Qwen2 7B AWQ0195 GB
QwenDq004 GB

Best Alternatives to Dolphin 2.9.2 Qwen2 7B

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Qwen2 7B Instruct V0.4128K / 15.2 GB410081
Qwen2 7B Instruct V0.5128K / 15.2 GB410191
Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/dolphin-2.9.2-qwen2-7b.

Rank the Dolphin 2.9.2 Qwen2 7B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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